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Tidy Tuesday: The Scent of Data

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Exploring the Parfumo Fragrance Dataset

Julia Whitman

December 5, 2024

Code
library(tidyverse)
tuesdata <- tidytuesdayR::tt_load(2024, week = 50)
dta <- tuesdata$parfumo_data_clean 
Code
glimpse(dta)
Rows: 59,325
Columns: 13
$ Number        <chr> "455", "0071", "0154", "0162", "0171", "0191", "02", "03…
$ Name          <chr> "Tabac Écarlate", "Tidal Pool", "Pumpkin Pie", "Wet Ston…
$ Brand         <chr> "Le Ré Noir", "CB I Hate Perfume", "CB I Hate Perfume", …
$ Release_Year  <dbl> NA, 2004, 1998, 2006, NA, 1975, NA, NA, NA, NA, NA, NA, …
$ Concentration <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, …
$ Rating_Value  <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 7.8,…
$ Rating_Count  <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2, 2…
$ Main_Accords  <chr> NA, NA, "Green, Leathery, Chypre, Animal", NA, NA, NA, N…
$ Top_Notes     <chr> NA, "Bergamot", NA, NA, NA, NA, "Coconut", "Basil, Berga…
$ Middle_Notes  <chr> NA, "French lavender", NA, NA, NA, NA, "Milk, Tonka bean…
$ Base_Notes    <chr> NA, "Musk, Foulness", NA, NA, NA, NA, "Amber, Musk, Vani…
$ Perfumers     <chr> "Valery Sokolov / Валерий Соколов", "Harry Frémont", NA,…
$ URL           <chr> "https://www.parfumo.com/Perfumes/Le_Re_Noir/455-tabac-e…
Source Code
---
title: "Tidy Tuesday: The Scent of Data"
subtitle:  Exploring the Parfumo Fragrance Dataset
author:
  - name: Julia Whitman
    #url: https://example.com
    #affiliation: 
author-title: ""
affiliation-title: ""
published-title: ""
date: last-modified
format:
  html:
    embed-resources: true
    anchor-sections: true
    code-tools: true
    code-fold: true
    fig-width: 6
    fig-height: 4
    code-block-bg: "#f1f3f5"
    code-block-border-left: "#31BAE9"
    mainfont: Source Sans Pro
    theme: journal
    toc: true
    toc-depth: 3
    toc-location: left
    captions: true
    cap-location: margin
    table-captions: true
    tbl-cap-location: margin
    reference-location: margin
  pdf:
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    number-sections: true
    number-depth: 2
    top-level-division: section
    reference-location: document
    listings: false
    header-includes:
      \usepackage{marginnote, here, relsize, needspace, setspace}
      \def\it{\emph}

#bibliography:

comments:
  hypothesis: false

execute:
  warning: false
  message: false
---

```{r}
library(tidyverse)
tuesdata <- tidytuesdayR::tt_load(2024, week = 50)
dta <- tuesdata$parfumo_data_clean 
```

```{r}
glimpse(dta)
```

Copyright 2024, Julia Whitman

 

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